STACKED CONVOLUTIONAL LONG SHORT-TERM MEMORY FOR MODEL-FREE REINFORCEMENT LEARNING

• Main Authors: GREGOR, Karol, GUEZ, Arthur Clement, KABRA, Rishabh, MIRZA MOHAMMADI, Mehdi
• Format: Patent
• Language: English; French; German
• Published: 10.03.2021
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; PHYSICS

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for controlling an agent interacting with an environment. One of the methods includes obtaining a representation of an observation; processing the representation using a convolutional long short-term memo...